Reduction, Approximation, Machine Learning, Surrogates, Emulators and Simulators RAMSES
Innbundet /
2024
/ Engelsk
Produktdetaljer
ISBN
9783031550591
Publisert
2024-06-25
Utgiver
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
10
This volume is focused on the review of recent algorithmic and mathematical advances and the development of new research directions for Mathematical Model Approximations via RAMSES (Reduced order models, Approximation theory, Machine learning, Surrogates, Emulators, Simulators) in the setting of parametrized partial differential equations also with sparse and noisy data in high-dimensional parameter spaces.
The book is a valuable resource for researchers, as well as masters and Ph.D students.
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Provides guidelines for the most promising approaches for near-future research Synergistic exchanges between the mathematics and data science communities Latest knowledge and results on emerging topics
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Produktdetaljer
ISBN
9783031550591
Publisert
2024-06-25
Utgiver
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
10